suyinwb Goto Github PK

advent_of_code_2023

https://adventofcode.com/2023

amazon_vine_analysis

Determine if there is any bias toward favourable reviews from Vine members (paid reviews) in Amazon product reviews.

at_one_glance

bank_statements

bikesharing

Analyse Citi Bike NYC in August 2019 to potentially implement bike-sharing system in Des Moines, Iowa

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

credit_risk_analysis

Using the credit card credit dataset from LendingClub, a peer-to-peer lending services company, you’ll oversample the data using the RandomOverSampler and SMOTE algorithms, and undersample the data using the ClusterCentroids algorithm. Then, you’ll use a combinatorial approach of over- and undersampling using the SMOTEENN algorithm.

cryptocurrencies

The data Martha will be working with is not ideal, so it will need to be processed to fit the machine learning models. Since there is no known output for what Martha is looking for, she has decided to use unsupervised learning. To group the cryptocurrencies, Martha decided on a clustering algorithm. She’ll use data visualizations to share her findings with the board.

efficency_tools

Tools To Make My Life Easier

election_analysis

Analyse election data

kdrama

Using data scraped from mydramalist.com, I will like to create a recommendation system catered for me

kickstarter-analysis

Louise wants to know if her crowdfunding campaign will be successful.

kuryana

A serverless web scraper api for MyDramaList.com

macbook_upgrade_m3

Old Macbook Upgrade to M3

mapping_earthquakes

The purpose of this project is to visually show the differences between the magnitudes of earthquakes all over the world for the last seven days.

mechacar_statistical_analysis

Perform multiple linear regression analysis to identify which variables in the dataset predict the mpg of MechaCar prototypes Collect summary statistics on the pounds per square inch (PSI) of the suspension coils from the manufacturing lots Run t-tests to determine if the manufacturing lots are statistically different from the mean population Design a statistical study to compare vehicle performance of the MechaCar vehicles against vehicles from other manufacturers. For each statistical analysis, you’ll write a summary interpretation of the findings.

mission_to_mars

Webscraping to get related information about Mars

movies_etl

ETL 3 different movies databases

neural_network_charity_analysis

From Alphabet Soup’s business team, Beks received a CSV containing more than 34,000 organizations that have received funding from Alphabet Soup over the years. Within this dataset are a number of columns that capture metadata about each organization

nlp_practice_work

notes_to_self

pewlett-hackard-analysis

Analyse retiring employee database for silver tsunami

plotly_deployment

Interactive webpage that allows volunteers and researchers to parse each volunteer's test info

portfolio

practice_disneyland_reviews_nlp_and_sentiments

project_disney

What if we could leverage the many Disney intellectual properties and continue to earn revenue for an extended amount of time after the initial movie release?

pyber_analysis

Analyse ride-sharing data

school_district_analysis

School District Analysis

stock-analysis

Analyse stocks and create a tool to do the analysis

surfs_up

Weather data analysis for a surf shop